This document discusses the advancement of air purifiers. It begins by outlining the problem of increasing air pollution in many cities due to factors like population growth and industrialization. The objective is to purify indoor air economically for public health. The designed air purifier uses multiple filter types in sequence, including a pre-filter, cold catalyst, carbon filter, antibacterial filter, HEPA filter, and UV light, to remove particulate matter, odors, and toxic gases. Experimental results found the designed purifier achieved over 90% removal efficiency for various air pollutants tested. The document concludes the purifier could be made affordable at large production volumes.
Arduino based Air Monitoring and Filtration SystemIRJET Journal
This document describes an Arduino-based air monitoring and filtration system. The system has two parts: 1) A monitoring system that uses sensors to detect dust particles and air quality and displays the results on an LCD screen. 2) A filtration system that uses a pre-filter, carbon filter, HEPA filter, and UV light to remove pollutants from the air, like those produced when burning incense sticks. The system was tested by burning incense sticks near the sensors and monitoring changes in the readings before and after filtration to evaluate its effectiveness in improving indoor air quality.
DESIGN & DEVELOPMENT OF FILTERLESS AIR PURIFIER AND HUMIDIFIERIRJET Journal
The document describes the design and development of a filterless air purifier and humidifier. It uses a water-based filtration system instead of filters to purify air by passing it through a water tank. Experiments showed that at higher speeds, it increased humidity levels while maintaining temperature. Testing with incense and camphor showed it reduced particulate matter in the air by 85-86% within an hour. The purifier provides purified, humidified air without expensive filters, making it suitable for residential use.
The document describes the design and development of a room air purifier. It begins with an introduction explaining the increasing concern about indoor air pollution and how air purifiers work to filter polluted air. It then discusses identifying indoor air pollutants as a problem and reviews various literature on existing air purification technologies. The objectives are to design an air purifier that improves air quality and controls humidity while being attractive to users. The methodology, design, fabrication process involving different filters, and progress of the work are then outlined. Finally, the document provides references used in the review of existing purification methods.
1) Students designed and analyzed an air purifier for indoor use through literature review, CAD software, and CFD simulations.
2) They used Solidworks to design the air purifier components and layout. CFD analysis in ANSYS Fluent modeled airflow and removal of pollutants by the filters.
3) Results showed the designed purifier with selected filters was effective at removing pollutants from indoor air and suggested standard capacities for offices and bedrooms.
1) Air filters play an essential role in indoor ventilation systems by removing harmful particles from the air, improving indoor air quality and health.
2) Standards such as EN 779 and EN ISO 16890 define filtration performance of air filters and classify them based on their efficiency in removing particles of various sizes.
3) Key particle removal mechanisms in air filters include interception, inertia, diffusion and electrostatics, with different mechanisms dominating depending on the particle size.
IRJET- Design of Eco Friendly System in Automobile for Environmental SafetyIRJET Journal
This document discusses the design of an eco-friendly system to monitor vehicle emissions. The system would use sensors to measure levels of harmful gases in a vehicle's exhaust, like carbon monoxide, nitrogen oxides, hydrocarbons and oxygen. It would display the emission levels to the driver using an OLED display to increase awareness of engine health and emissions. For high emission levels, the system could cut off the vehicle's ignition using a controller. The document reviews different sensor technologies that could be used to monitor the key gases and aims to help reduce environmental pollution from vehicle emissions.
SENSOR BASED AIR QUALITY CONTROL IN AIR CONDITIONERIRJET Journal
This document describes a sensor-based air quality control system for air conditioners. The system uses an MQ-135 sensor to measure levels of different gases in the atmosphere. If gas levels exceed thresholds, the sensor sends data to an Arduino board which activates exhaust fans to pump out old air and pump in fresh air from outside. Data on gas levels is also sent to the Internet of Things (IoT) and a mobile app allows users to monitor indoor air quality in real time. The goal of the system is to maintain high indoor air quality and a comfortable work environment for occupants.
Arduino based Air Monitoring and Filtration SystemIRJET Journal
This document describes an Arduino-based air monitoring and filtration system. The system has two parts: 1) A monitoring system that uses sensors to detect dust particles and air quality and displays the results on an LCD screen. 2) A filtration system that uses a pre-filter, carbon filter, HEPA filter, and UV light to remove pollutants from the air, like those produced when burning incense sticks. The system was tested by burning incense sticks near the sensors and monitoring changes in the readings before and after filtration to evaluate its effectiveness in improving indoor air quality.
DESIGN & DEVELOPMENT OF FILTERLESS AIR PURIFIER AND HUMIDIFIERIRJET Journal
The document describes the design and development of a filterless air purifier and humidifier. It uses a water-based filtration system instead of filters to purify air by passing it through a water tank. Experiments showed that at higher speeds, it increased humidity levels while maintaining temperature. Testing with incense and camphor showed it reduced particulate matter in the air by 85-86% within an hour. The purifier provides purified, humidified air without expensive filters, making it suitable for residential use.
The document describes the design and development of a room air purifier. It begins with an introduction explaining the increasing concern about indoor air pollution and how air purifiers work to filter polluted air. It then discusses identifying indoor air pollutants as a problem and reviews various literature on existing air purification technologies. The objectives are to design an air purifier that improves air quality and controls humidity while being attractive to users. The methodology, design, fabrication process involving different filters, and progress of the work are then outlined. Finally, the document provides references used in the review of existing purification methods.
1) Students designed and analyzed an air purifier for indoor use through literature review, CAD software, and CFD simulations.
2) They used Solidworks to design the air purifier components and layout. CFD analysis in ANSYS Fluent modeled airflow and removal of pollutants by the filters.
3) Results showed the designed purifier with selected filters was effective at removing pollutants from indoor air and suggested standard capacities for offices and bedrooms.
1) Air filters play an essential role in indoor ventilation systems by removing harmful particles from the air, improving indoor air quality and health.
2) Standards such as EN 779 and EN ISO 16890 define filtration performance of air filters and classify them based on their efficiency in removing particles of various sizes.
3) Key particle removal mechanisms in air filters include interception, inertia, diffusion and electrostatics, with different mechanisms dominating depending on the particle size.
IRJET- Design of Eco Friendly System in Automobile for Environmental SafetyIRJET Journal
This document discusses the design of an eco-friendly system to monitor vehicle emissions. The system would use sensors to measure levels of harmful gases in a vehicle's exhaust, like carbon monoxide, nitrogen oxides, hydrocarbons and oxygen. It would display the emission levels to the driver using an OLED display to increase awareness of engine health and emissions. For high emission levels, the system could cut off the vehicle's ignition using a controller. The document reviews different sensor technologies that could be used to monitor the key gases and aims to help reduce environmental pollution from vehicle emissions.
SENSOR BASED AIR QUALITY CONTROL IN AIR CONDITIONERIRJET Journal
This document describes a sensor-based air quality control system for air conditioners. The system uses an MQ-135 sensor to measure levels of different gases in the atmosphere. If gas levels exceed thresholds, the sensor sends data to an Arduino board which activates exhaust fans to pump out old air and pump in fresh air from outside. Data on gas levels is also sent to the Internet of Things (IoT) and a mobile app allows users to monitor indoor air quality in real time. The goal of the system is to maintain high indoor air quality and a comfortable work environment for occupants.
1. The document describes an air duct cleaning robot created by students to clean the dust and debris from air ducts in a non-destructive way.
2. The robot is wirelessly controlled by a joystick and uses sensors like ultrasonic, humidity, gas, and thermal sensors. It is equipped with cameras to view inside the ducts.
3. The robot enters the ducts and a cleaning probe attached removes dust and contaminants to increase air conditioning efficiency while detecting any flaws in the ducts.
This document summarizes Raycono's hydroxyl sterilization technology and its applications for air handling units. It introduces Raycono's company and research facilities. It then explains the hydroxyl sterilization process, which uses photocatalysts to generate hydroxyl radicals that can decompose viruses, bacteria, and other organic pollutants. The document presents Raycono's air handling unit sterilization modules that use this hydroxyl technology, along with case studies of their use in metro systems, offices, and other facilities to help sterilize air and combat COVID-19 transmission through aerosols.
This webinar examines the issue of maintaining good Indoor Air Quality in city buildings and the use of Low Energy Air Filters to help achieve this aim.
EDD Project A35 group. final.pdf Department of ENTCMihirDatir1
This document describes an Arduino-based air monitoring system project. It includes an introduction describing the importance of air quality monitoring. It then lists the components of the system, which uses sensors to measure parameters like temperature, humidity, and carbon dioxide levels. The methodology section explains how the Arduino board will read analog voltage values from the sensors and use those to monitor air quality levels. It will control a filter fan if thresholds are exceeded. The system aims to continuously track air quality and display results to increase pollution awareness. It provides a low-cost solution to monitor indoor and outdoor air quality.
B&ES Indoor Air Quality Group Meeting - RIBA LondonCamfil UK
The Building and Environmental Services Association Indoor Air Quality group was called to address increasing concern in the health implications of being exposed to poor indoor air quality.
This document discusses filters to protect buildings from airborne pollutants and chemical, biological, radiological (CBR) agents. It outlines World Health Organization (WHO) air quality guidelines and describes various filter media types like HEPA, ULPA, and electret filters and their mechanisms for removing particles and gases. Depth filtration and single fiber filtration are effective mechanisms for particle capture in buildings. Sorbent materials and catalytic conversion can remove chemical agents while antimicrobial media and nanomaterials can remove biological agents. Radioactive particles are removed using HEPA filters and specialized carbon fiber composites. In conclusion, fibrous filters play an important role in building protection by removing pollutants and CBR agents through different techniques depending on the environment
Sharp air purifier advantage april 2015 (1)sharpindia
We know that people affected with respiratory diseases are mostly from the middle and upper middle class homes who spend about 90% of the time Indoor (home/ school/ office/ public transport etc). An average Indian spends maximum 2 to 3 hours outdoor – mainly the commutation time or outdoor activities. The balance 21 to 22 hours are spent in the so called “safe”, comfortable and cozy home/ office indoor within Air Conditioned spaces!! We are afraid of 2 to 3 hours of exposure to outdoor pollution, but blissfully ignorant of the indoor Air Quality creating devastation to our body.
IRJET- Aircop – An Air Pollution Monitoring DeviceIRJET Journal
1. The document describes a device called AIRCOP that was developed for remote monitoring of air pollution factors using Internet of Things technology.
2. AIRCOP monitors carbon monoxide, air quality, particulate matter, temperature, humidity, atmospheric pressure, and wind speed using low-cost sensors.
3. The sensor data is sent to a cloud-based IoT platform called Thingspeak where it is stored and visualized, allowing continuous monitoring of environmental conditions.
This document summarizes a study that assessed indoor air quality in various workplaces in an automobile industry. Air samples were collected from five sites (fuel tank cell, shot blasting, liquid painting, PT-CED, dynamometer testing) using a high volume sampler to measure concentrations of total aerosol mass, respirable aerosol mass, sulfur dioxide, nitrogen dioxide, and carbon monoxide. The results showed that some sites exceeded occupational safety and health administration (OSHA) limits for certain pollutants. Specifically, the liquid painting, shot blasting, dynamometer testing, and fuel tank cell areas exceeded limits for total aerosol mass and respirable aerosol mass. The shot blasting,
Development of low cost dust collector for textile industrySumit Dharmarao
Cotton dust in the work place is major problem in cotton textile industries. This problem is more
severe in spinning section. Dust consists of small and microscopic particles of various substances
which are present as suspended particles in air. These particles are harmful to human health.
Because of this various diseases are occurred like shortness of breath, cough, and lungs cancer.
Various aspects of health hazards in textile industries have been discussed and measure hazards
is lungs cancer to reduce this health hazards is lungs cancer our dust collector is helpful.
Development of Low Cost Dust Collector for Textile Industryijiert bestjournal
Cotton dust in the work place is major problem in cotton textile industries. This problem is more severe in spinning section. Dust consists of small and microscopic particles of various substances which are present as suspended particles in air. These part icles are harmful to human health. Because of this various diseases are occurred like shortness of breath,cough,and lungs cancer. Various aspects of health hazards in textile industries have been discussed and measure hazards is lungs cancer to reduce th is health hazards is lungs cancer our dust collector is helpful .
Development of Low Cost Dust Collector for Textile Industryijiert bestjournal
Cotton dust in the work place is major problem in cotton textile industries. This problem is more severe in spinning section. Dust consists of small and microscopic particles of various substances which are present as suspended particles in air. These part icles are harmful to human health. Because of this various diseases are occurred like shortness of breath,cough,and lungs cancer. Various aspects of health hazards in textile industries have been discussed and measure hazards is lungs cancer to reduce th is health hazards is lungs cancer our dust collector is helpful .
Smart Air Purifier with Air Quality Monitoring SystemIRJET Journal
The document summarizes a research paper on the development of a smart air purifier with air quality monitoring. Key points:
1) Researchers developed an air purifier equipped with sensors to monitor air quality indicators like temperature, humidity, and air quality index. It displays readings on an LCD screen.
2) The purifier uses HEPA and activated carbon filters to remove particles and odors from the air. It also includes a UV-C lamp to kill viruses.
3) An Arduino microcontroller is used to process sensor data and control the purifier. Calculations were done to select an appropriate fan capacity for the purifier based on room size.
4) Testing showed the purifier was
HVAC systems are an integral part of environmental control and include air handling units. AHU are large metal boxes that condition and circulate air, containing components like blowers, filters, and controls for temperature and humidity. Proper filtration is important for pharmaceutical facilities, utilizing filters like HEPA that can remove 99.97% of particles over 0.3 microns through mechanisms like impingement, diffusion, and interception. Dust collectors are also used to control air pollution and maintain clean environments through various collection methods. Regular inspection and maintenance of air handling systems is crucial to ensure quality pharmaceutical production.
HVAC systems are an integral part of environmental control and include air handling units, filters, and controls for temperature and humidity. Air handling units are large metal boxes that condition and circulate air using components like blowers, coils, and filter racks. Proper filtration is important for pharmaceutical facilities to produce dust-free environments using filter types like HEPA that can remove 99.97% of particles over 0.3 microns. Inspection and maintenance of air handling systems and their documentation is critical because they play a major role in pharmaceutical quality.
Particles & Filtration; Healthcare Construction CertificationMartyRayToo
This document summarizes information about particulate matter and filtration in healthcare settings. It defines particulate matter and different size ranges. It discusses health effects of particulate matter exposure. It also describes the four main mechanisms of filtration: sieving, impingement, interception, and diffusion. The document provides information on rating systems for air filters like MERV and definitions of HEPA and ULPA filters. It concludes with guidance on filter selection in healthcare facilities.
IRJET- Inquisitive Analytics of Diverse Exhaust System Contingent to PollutionIRJET Journal
This document discusses the role of vehicle exhaust systems in reducing air pollution. It analyzes data from vehicles with short, medium, and long exhaust systems. The results show that vehicles with longer exhaust systems produce higher emissions of carbon monoxide and hydrocarbons compared to vehicles with shorter exhaust systems. This is because longer exhaust systems increase back pressure, reducing engine efficiency and increasing fuel consumption and emissions. To reduce pollution, exhaust systems should have minimum length to limit back pressure.
The document discusses causes and sources of poor indoor air quality, including inadequate ventilation, contamination from inside and outside the building, and microbial contamination. It notes that people spend 90% of their time indoors and that energy trends in the 1970s decreased building ventilation. Poor indoor air quality has been linked to illnesses like asthma and symptoms like headaches.
STUDY ON AMBIENT AIR QUALITY MONITORING FROM GOVT POLYTECHNIC COLLEGE TO GUTT...IRJET Journal
This document summarizes a study on ambient air quality monitoring between Government Polytechnic College and Guttur Road in Harihara City, India. Air quality was monitored over two months at five sites for pollutants SPM, SO2, and NO2. In April and May, air quality was best at A K Colony and Guttur Road with an impact of minimal. Government Polytechnic College and Shivamogga Circle had satisfactory air quality with minor impacts. Harapanahalli Circle had the highest pollution levels and moderate impacts including breathing difficulties. Overall, the study found air quality within permissible limits according to the air quality index.
This document discusses indoor air quality for buildings. It notes that clean air at comfortable temperatures and humidity levels is important for health, comfort and work efficiency. Poor indoor air quality can negatively impact productivity and health. Maintaining good indoor air quality involves factors like clean air filtration, appropriate ventilation, an airtight building envelope, and maintenance of air handling systems. Regular inspection and testing can monitor indoor air quality and identify issues in need of remediation. The goal is to provide occupants with clean, safe indoor air.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
1. The document describes an air duct cleaning robot created by students to clean the dust and debris from air ducts in a non-destructive way.
2. The robot is wirelessly controlled by a joystick and uses sensors like ultrasonic, humidity, gas, and thermal sensors. It is equipped with cameras to view inside the ducts.
3. The robot enters the ducts and a cleaning probe attached removes dust and contaminants to increase air conditioning efficiency while detecting any flaws in the ducts.
This document summarizes Raycono's hydroxyl sterilization technology and its applications for air handling units. It introduces Raycono's company and research facilities. It then explains the hydroxyl sterilization process, which uses photocatalysts to generate hydroxyl radicals that can decompose viruses, bacteria, and other organic pollutants. The document presents Raycono's air handling unit sterilization modules that use this hydroxyl technology, along with case studies of their use in metro systems, offices, and other facilities to help sterilize air and combat COVID-19 transmission through aerosols.
This webinar examines the issue of maintaining good Indoor Air Quality in city buildings and the use of Low Energy Air Filters to help achieve this aim.
EDD Project A35 group. final.pdf Department of ENTCMihirDatir1
This document describes an Arduino-based air monitoring system project. It includes an introduction describing the importance of air quality monitoring. It then lists the components of the system, which uses sensors to measure parameters like temperature, humidity, and carbon dioxide levels. The methodology section explains how the Arduino board will read analog voltage values from the sensors and use those to monitor air quality levels. It will control a filter fan if thresholds are exceeded. The system aims to continuously track air quality and display results to increase pollution awareness. It provides a low-cost solution to monitor indoor and outdoor air quality.
B&ES Indoor Air Quality Group Meeting - RIBA LondonCamfil UK
The Building and Environmental Services Association Indoor Air Quality group was called to address increasing concern in the health implications of being exposed to poor indoor air quality.
This document discusses filters to protect buildings from airborne pollutants and chemical, biological, radiological (CBR) agents. It outlines World Health Organization (WHO) air quality guidelines and describes various filter media types like HEPA, ULPA, and electret filters and their mechanisms for removing particles and gases. Depth filtration and single fiber filtration are effective mechanisms for particle capture in buildings. Sorbent materials and catalytic conversion can remove chemical agents while antimicrobial media and nanomaterials can remove biological agents. Radioactive particles are removed using HEPA filters and specialized carbon fiber composites. In conclusion, fibrous filters play an important role in building protection by removing pollutants and CBR agents through different techniques depending on the environment
Sharp air purifier advantage april 2015 (1)sharpindia
We know that people affected with respiratory diseases are mostly from the middle and upper middle class homes who spend about 90% of the time Indoor (home/ school/ office/ public transport etc). An average Indian spends maximum 2 to 3 hours outdoor – mainly the commutation time or outdoor activities. The balance 21 to 22 hours are spent in the so called “safe”, comfortable and cozy home/ office indoor within Air Conditioned spaces!! We are afraid of 2 to 3 hours of exposure to outdoor pollution, but blissfully ignorant of the indoor Air Quality creating devastation to our body.
IRJET- Aircop – An Air Pollution Monitoring DeviceIRJET Journal
1. The document describes a device called AIRCOP that was developed for remote monitoring of air pollution factors using Internet of Things technology.
2. AIRCOP monitors carbon monoxide, air quality, particulate matter, temperature, humidity, atmospheric pressure, and wind speed using low-cost sensors.
3. The sensor data is sent to a cloud-based IoT platform called Thingspeak where it is stored and visualized, allowing continuous monitoring of environmental conditions.
This document summarizes a study that assessed indoor air quality in various workplaces in an automobile industry. Air samples were collected from five sites (fuel tank cell, shot blasting, liquid painting, PT-CED, dynamometer testing) using a high volume sampler to measure concentrations of total aerosol mass, respirable aerosol mass, sulfur dioxide, nitrogen dioxide, and carbon monoxide. The results showed that some sites exceeded occupational safety and health administration (OSHA) limits for certain pollutants. Specifically, the liquid painting, shot blasting, dynamometer testing, and fuel tank cell areas exceeded limits for total aerosol mass and respirable aerosol mass. The shot blasting,
Development of low cost dust collector for textile industrySumit Dharmarao
Cotton dust in the work place is major problem in cotton textile industries. This problem is more
severe in spinning section. Dust consists of small and microscopic particles of various substances
which are present as suspended particles in air. These particles are harmful to human health.
Because of this various diseases are occurred like shortness of breath, cough, and lungs cancer.
Various aspects of health hazards in textile industries have been discussed and measure hazards
is lungs cancer to reduce this health hazards is lungs cancer our dust collector is helpful.
Development of Low Cost Dust Collector for Textile Industryijiert bestjournal
Cotton dust in the work place is major problem in cotton textile industries. This problem is more severe in spinning section. Dust consists of small and microscopic particles of various substances which are present as suspended particles in air. These part icles are harmful to human health. Because of this various diseases are occurred like shortness of breath,cough,and lungs cancer. Various aspects of health hazards in textile industries have been discussed and measure hazards is lungs cancer to reduce th is health hazards is lungs cancer our dust collector is helpful .
Development of Low Cost Dust Collector for Textile Industryijiert bestjournal
Cotton dust in the work place is major problem in cotton textile industries. This problem is more severe in spinning section. Dust consists of small and microscopic particles of various substances which are present as suspended particles in air. These part icles are harmful to human health. Because of this various diseases are occurred like shortness of breath,cough,and lungs cancer. Various aspects of health hazards in textile industries have been discussed and measure hazards is lungs cancer to reduce th is health hazards is lungs cancer our dust collector is helpful .
Smart Air Purifier with Air Quality Monitoring SystemIRJET Journal
The document summarizes a research paper on the development of a smart air purifier with air quality monitoring. Key points:
1) Researchers developed an air purifier equipped with sensors to monitor air quality indicators like temperature, humidity, and air quality index. It displays readings on an LCD screen.
2) The purifier uses HEPA and activated carbon filters to remove particles and odors from the air. It also includes a UV-C lamp to kill viruses.
3) An Arduino microcontroller is used to process sensor data and control the purifier. Calculations were done to select an appropriate fan capacity for the purifier based on room size.
4) Testing showed the purifier was
HVAC systems are an integral part of environmental control and include air handling units. AHU are large metal boxes that condition and circulate air, containing components like blowers, filters, and controls for temperature and humidity. Proper filtration is important for pharmaceutical facilities, utilizing filters like HEPA that can remove 99.97% of particles over 0.3 microns through mechanisms like impingement, diffusion, and interception. Dust collectors are also used to control air pollution and maintain clean environments through various collection methods. Regular inspection and maintenance of air handling systems is crucial to ensure quality pharmaceutical production.
HVAC systems are an integral part of environmental control and include air handling units, filters, and controls for temperature and humidity. Air handling units are large metal boxes that condition and circulate air using components like blowers, coils, and filter racks. Proper filtration is important for pharmaceutical facilities to produce dust-free environments using filter types like HEPA that can remove 99.97% of particles over 0.3 microns. Inspection and maintenance of air handling systems and their documentation is critical because they play a major role in pharmaceutical quality.
Particles & Filtration; Healthcare Construction CertificationMartyRayToo
This document summarizes information about particulate matter and filtration in healthcare settings. It defines particulate matter and different size ranges. It discusses health effects of particulate matter exposure. It also describes the four main mechanisms of filtration: sieving, impingement, interception, and diffusion. The document provides information on rating systems for air filters like MERV and definitions of HEPA and ULPA filters. It concludes with guidance on filter selection in healthcare facilities.
IRJET- Inquisitive Analytics of Diverse Exhaust System Contingent to PollutionIRJET Journal
This document discusses the role of vehicle exhaust systems in reducing air pollution. It analyzes data from vehicles with short, medium, and long exhaust systems. The results show that vehicles with longer exhaust systems produce higher emissions of carbon monoxide and hydrocarbons compared to vehicles with shorter exhaust systems. This is because longer exhaust systems increase back pressure, reducing engine efficiency and increasing fuel consumption and emissions. To reduce pollution, exhaust systems should have minimum length to limit back pressure.
The document discusses causes and sources of poor indoor air quality, including inadequate ventilation, contamination from inside and outside the building, and microbial contamination. It notes that people spend 90% of their time indoors and that energy trends in the 1970s decreased building ventilation. Poor indoor air quality has been linked to illnesses like asthma and symptoms like headaches.
STUDY ON AMBIENT AIR QUALITY MONITORING FROM GOVT POLYTECHNIC COLLEGE TO GUTT...IRJET Journal
This document summarizes a study on ambient air quality monitoring between Government Polytechnic College and Guttur Road in Harihara City, India. Air quality was monitored over two months at five sites for pollutants SPM, SO2, and NO2. In April and May, air quality was best at A K Colony and Guttur Road with an impact of minimal. Government Polytechnic College and Shivamogga Circle had satisfactory air quality with minor impacts. Harapanahalli Circle had the highest pollution levels and moderate impacts including breathing difficulties. Overall, the study found air quality within permissible limits according to the air quality index.
This document discusses indoor air quality for buildings. It notes that clean air at comfortable temperatures and humidity levels is important for health, comfort and work efficiency. Poor indoor air quality can negatively impact productivity and health. Maintaining good indoor air quality involves factors like clean air filtration, appropriate ventilation, an airtight building envelope, and maintenance of air handling systems. Regular inspection and testing can monitor indoor air quality and identify issues in need of remediation. The goal is to provide occupants with clean, safe indoor air.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...University of Maribor
Slides from talk presenting:
Aleš Zamuda: Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapter and Networking.
Presentation at IcETRAN 2024 session:
"Inter-Society Networking Panel GRSS/MTT-S/CIS
Panel Session: Promoting Connection and Cooperation"
IEEE Slovenia GRSS
IEEE Serbia and Montenegro MTT-S
IEEE Slovenia CIS
11TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING
3-6 June 2024, Niš, Serbia
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.